| Benchmarking Differential Privacy and Federated Learning for BERT Models | Jun 26, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks | Jun 24, 2021 | BenchmarkingNode Classification | CodeCode Available | 1 |
| Mutual-Information Based Few-Shot Classification | Jun 23, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Synthetic Benchmarks for Scientific Research in Explainable Machine Learning | Jun 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Underwater Image Restoration via Contrastive Learning and a Real-world Dataset | Jun 20, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Intrinsic Image Harmonization | Jun 19, 2021 | BenchmarkingImage Harmonization | CodeCode Available | 1 |
| Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing | Jun 19, 2021 | BenchmarkingDNN Testing | CodeCode Available | 1 |
| Understanding and Evaluating Racial Biases in Image Captioning | Jun 16, 2021 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks | Jun 14, 2021 | Benchmarking | CodeCode Available | 1 |
| Online Learning with Optimism and Delay | Jun 13, 2021 | BenchmarkingWeather Forecasting | CodeCode Available | 1 |
| Shades of BLEU, Flavours of Success: The Case of MultiWOZ | Jun 10, 2021 | BenchmarkingTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition | Jun 9, 2021 | BenchmarkingEMG Gesture Recognition | CodeCode Available | 1 |
| RobustNav: Towards Benchmarking Robustness in Embodied Navigation | Jun 8, 2021 | BenchmarkingData Augmentation | CodeCode Available | 1 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 |
| EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions | Jun 8, 2021 | Bayesian OptimisationBenchmarking | CodeCode Available | 1 |
| The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation | Jun 8, 2021 | BenchmarkingDecision Making | CodeCode Available | 1 |
| DFGC 2021: A DeepFake Game Competition | Jun 2, 2021 | BenchmarkingDeepFake Detection | CodeCode Available | 1 |
| FedScale: Benchmarking Model and System Performance of Federated Learning at Scale | May 24, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains | May 23, 2021 | Active LearningBayesian Optimisation | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| DACBench: A Benchmark Library for Dynamic Algorithm Configuration | May 18, 2021 | Benchmarking | CodeCode Available | 1 |
| Multimodal Fusion via Teacher-Student Network for Indoor Action Recognition | May 18, 2021 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| Best practices for constructing, preparing, and evaluating protein-ligand binding affinity benchmarks | May 13, 2021 | BenchmarkingDrug Discovery | CodeCode Available | 1 |
| A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems | May 11, 2021 | BenchmarkingEdge-computing | CodeCode Available | 1 |
| AnomalyHop: An SSL-based Image Anomaly Localization Method | May 8, 2021 | Anomaly LocalizationBenchmarking | CodeCode Available | 1 |
| D2S: Document-to-Slide Generation Via Query-Based Text Summarization | May 8, 2021 | BenchmarkingLong Form Question Answering | CodeCode Available | 1 |
| Open Radar Initiative: Large Scale Dataset for Benchmarking of micro-Doppler Recognition Algorithms | May 7, 2021 | Benchmarking | CodeCode Available | 1 |
| dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing | Apr 27, 2021 | BenchmarkingRetrieval | CodeCode Available | 1 |
| 2.5D Visual Relationship Detection | Apr 26, 2021 | BenchmarkingDepth Estimation | CodeCode Available | 1 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data | Apr 16, 2021 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Towards Standardising Reinforcement Learning Approaches for Production Scheduling Problems | Apr 16, 2021 | Benchmarkingreinforcement-learning | CodeCode Available | 1 |
| Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability | Apr 14, 2021 | BenchmarkingLink Prediction | CodeCode Available | 1 |
| Safety-enhanced UAV Path Planning with Spherical Vector-based Particle Swarm Optimization | Apr 13, 2021 | BenchmarkingMetaheuristic Optimization | CodeCode Available | 1 |
| StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer | Apr 12, 2021 | BenchmarkingSentence | CodeCode Available | 1 |
| Robust Semantic Interpretability: Revisiting Concept Activation Vectors | Apr 6, 2021 | Benchmarkingcounterfactual | CodeCode Available | 1 |
| CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs | Apr 5, 2021 | BenchmarkingKnowledge Graphs | CodeCode Available | 1 |
| Remote Sensing Image Classification with the SEN12MS Dataset | Apr 1, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Simultaneous Navigation and Construction Benchmarking Environments | Mar 31, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 |
| Benchmarks for Deep Off-Policy Evaluation | Mar 30, 2021 | Benchmarkingcontinuous-control | CodeCode Available | 1 |
| 3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding | Mar 30, 2021 | Affordance DetectionBenchmarking | CodeCode Available | 1 |
| SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events | Mar 29, 2021 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Marine Snow Removal Benchmarking Dataset | Mar 26, 2021 | BenchmarkingSand | CodeCode Available | 1 |
| Learning to Optimize: A Primer and A Benchmark | Mar 23, 2021 | Benchmarking | CodeCode Available | 1 |
| Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs | Mar 18, 2021 | BenchmarkingKnowledge Graphs | CodeCode Available | 1 |
| SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points | Mar 17, 2021 | Activity RecognitionBenchmarking | CodeCode Available | 1 |
| A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character Recognition | Mar 16, 2021 | BenchmarkingPosition | CodeCode Available | 1 |
| The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation | Mar 15, 2021 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Recent Advances on Neural Network Pruning at Initialization | Mar 11, 2021 | BenchmarkingNetwork Pruning | CodeCode Available | 1 |
| A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data | Mar 10, 2021 | AnatomyBenchmarking | CodeCode Available | 1 |
